Publications

Peer-reviewed journal publications

  1. Pszczolkowski, S., Manzano-Patrón, J.P., Law, Z.K., Krishnan, K., Ali, A., Bath, P.M., Sprigg, N. and Dineen, R.A., 2021. "Quantitative CT radiomics-based models for prediction of haematoma expansion and poor functional outcome in primary intracerebral haemorrhage" European Radiology [Link]

  2. Dineen, R.A., Blanchard, C.V., Pszczolkowski, S., Paine, S., Prasad, M., Chow, G., Whitehouse, W.P., Auer, D.P., 2021. "Accumulation of brain hypointense foci on susceptibility-weighted imaging in childhood ataxia telangiectasia" American Journal of Neuroradiology, 42(6), pp.1144-1150 [Link]

  3. Morriss, R., Webster, L., Abdelghani, M., Auer, D.P., Barber, S., Bates, P., Blamire, A., Briley, P.M., Brookes, C., Iwabuchi, S., James, M., Kaylor-Hughes, C., Lankappa, S., Liddle, P., McAllister-Williams, H., O'Neil-Kerr, A., Pszczolkowski, S., Suazo Di Paola, A., Thomson, L. and Walters, Y., 2020. "Connectivity guided theta burst transcranial magnetic stimulation versus repetitive transcranial magnetic stimulation for treatment-resistant moderate to severe depression: study protocol for a randomised double-blind controlled trial (BRIGhTMIND)" BMJ open, 10(7), p.e038430 [Link]

  4. Veloz, A., Weinstein, A., Pszczolkowski, S., Hernández-García, L., Olivares, R., Muñoz, R., Taramasco, C., 2019. "Ant colony clustering for ROI identification in functional magnetic resonance imaging" Computational Intelligence and Neuroscience, 5259643 [Link]

  5. Dineen, R.A., Raschke, F., McGlashan, H.L., Pszczolkowski, S., Hack, L., Cooper, A.D., Prasad, M., Chow, G., Whitehouse, W.P., Auer, D.P., 2020. "Multiparametric cerebellar imaging and clinical phenotype in childhood ataxia telangiectasia" NeuroImage: Clinical, 25, 102110 [Link]

  6. Law, Z.K., Ali, A., Krishnan, K., Bischoff, A., Appleton, J.P., Scutt, P., Woodhouse, L., Pszczolkowski, S., Cala, L.A., Dineen, R.A., England, T.J., Ozturk, S., Roffe, C., Bereczki, D., Ciccone, A., Christensen, H., Ovesen, C., Bath, P.M., and Sprigg, N., 2020. "Noncontrast Computed Tomography signs as predictors of hematoma expansion, clinical outcome, and response to tranexamic acid in acute intracerebral hemorrhage" Stroke, 51, pp.121-128 [Link]

  7. Pszczolkowski, S., Law, Z.K., Gallagher, R.G., Meng, D., Swienton, D.J., Morgan, P.S., Bath, P.M., Sprigg, N. and Dineen, R.A., 2019. "Automated segmentation of haematoma and perihaematoma oedema in MRI of acute spontaneous intracerebral haemorrhage" Computers in Biology and Medicine, 106, pp.126-139 [Link]

  8. Dineen, R.A., Pszczolkowski, S., Flaherty, K., Law, Z.K., Morgan, P.S., Roberts, I., Werring, D.J., Salman, R.A.S., England, T., Bath, P.M. and Sprigg, N., 2018. "Does tranexamic acid lead to changes in MRI measures of brain tissue health in patients with spontaneous intracerebral haemorrhage? Protocol for a MRI substudy nested within the double-blind randomised controlled TICH-2 trial." BMJ open, 8(2), p.e019930 [Link]

  9. Snape, P., Pszczolkowski, S., Zafeiriou, S., Tzimiropoulos, G., Ledig, C. and Rueckert, D., 2016. "A robust similarity measure for volumetric image registration with outliers" Image and Vision Computing, 52, pp.97-113 [Link]

  10. Caro, L., Correa, J., Espinace, P., Langdon, D., Maturana, D., Mitnik, R., Montabone, S., Pszczolkowski, S., Araneda, A., Mery, D., Torres, M. and Soto, A. 2012. "Indoor Mobile Robotics at Grima, PUC" Journal of Intelligent & Robotic Systems, 66(1-2), pp.151-165 [Link]

Preprint publications

  1. Peake, E.J., Chevasson, R., Pszczolkowski, S., Auer, D.P., Arthofer, C., 2020. "Ensemble learning for robust knee cartilage segmentation: data from the osteoarthritis initiative" bioRxiv [Link]

Conference publications

  1. Pszczolkowski, S., Zafeiriou, S., Ledig, C. and Rueckert, D., 2014, April. "A robust similarity measure for nonrigid image registration with outliers" In Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on (pp. 568-571). IEEE [Link] (Oral talk)

  2. Pszczolkowski, S., Pizarro, L., O’Regan, D.P. and Rueckert, D., 2012, October. "Gradient projection learning for parametric nonrigid registration" In International Workshop on Machine Learning in Medical Imaging (pp. 226-233). Springer, Berlin, Heidelberg [Link] (Poster)

  3. Pszczolkowski, S., Pizarro, L., Guerrero, R. and Rueckert, D., 2012, February. "Nonrigid free-form registration using landmark-based statistical deformation models" In Medical Imaging 2012: Image Processing (Vol. 8314, p. 831418). International Society for Optics and Photonics [Link] (Oral talk)

  4. Pszczolkowski, S. and Soto, A., 2007, November. "Human detection in indoor environments using multiple visual cues and a mobile robot" In Iberoamerican Congress on Pattern Recognition (pp. 350-359). Springer, Berlin, Heidelberg [Link] (Oral talk)

Conference abstracts

  1. Peake, E., Zedan, Y., Pszczolkowski, S., Kerslake, R., Scammell, B., and Auer, D., 2018, November. "Method for co-registration of high resolution 3T magnetic resonance imaging with standing 0.5T magnetic resonance imaging to investigate weight bearing joints" In World Congress on Osteoarthritis (Poster)

  2. Dineen, R., Pszczolkowski, S., Flaherty, K., Law, Z., Gallagher, R., Swienton, D., Morgan, P., Roberts, I., Werring, D., Al-Shahi Salman, R., England, T., Bath, P., and Sprigg, N., 2018, February. "Does tranexamic acid lead to increased DWI hyperintense lesion prevalence in patients with spontaneous intracerebral haemorrhage? Results of the TICH-2 MRI sub-study" In European Stroke Organization Conference (Oral)

  3. Pszczolkowski, S., Bath, P.M., Sprigg, N. and Dineen, R.A., 2018, February. "Recruitment challenges in MRI studies of acute intracerebral haemorrhage: experience from the TICH-2 MRI sub-study" In European Stroke Organization Conference (Poster)

  4. Pszczolkowski, S., Gallagher, R.G., Law, Z.K., Meng, D., Swienton, D.J., Morgan, P.S., Bath, P.M., Sprigg, N. and Dineen, R.A., 2017, April. "Automatic quantification of haematoma and surrounding oedema in MRI of acute spontaneous intracerebral haemorrhage: Preliminary results for the TICH-2 MRI sub-study" In Proceedings of ISMRM 4725 (E-poster)

  5. Dineen, R.A., Pszczolkowski, S., Raschke, F., McGlashan, H., Prasad, M., Chow, G., Whitehouse, W. and Auer, D.P., 2017, April. "Divergent trajectory of age-related cerebellar volume change in children with ataxia telangiectasia" In Proceedings of ISMRM 5077 (E-poster)

Thesis

  1. Pszczolkowski, S., 2014. "Fast and robust methods for non-rigid registration of medical images" (Doctoral dissertation, Imperial College London, UK) [Link]

Other

  1. Mohammadi-Nejad, A., Pszczolkowski, S., Auer, D.P., Sotiropoulos, S., 2020. "Multi-modal neuroimaging pipelines for data preprocessing." (BRC_Pipeline, University of Nottingham, UK) [Link]